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Table 2 Hyperparameter values in each final model

From: A comparison of machine learning classifiers for dementia with Lewy bodies using miRNA expression data

Method #top-ranked miRNA Hyperparameter Value
Penalized regression 434 α 0.1
   λ 0.10882
RF 60 max depth 4
   n tree 100
   min split 10
   min sample 3
SVM 27 C 2.14355
   γ 0.001122
GBDT 216 max depth 4
   n tree 200
   min split 20
   min sample 5
   learning rate 0.1